Shenyang, Liaoning, China
Seasoned, visionary, and meticulous professional holding a PhD degree in electrical and computer engineering with 15-plus years of experience in algorithm research and implementation. In depth knowledge of deep reinforcement learning, deep neural networks, transformers, machine learning, wireless communications, and embedded signal processing. Knowledge of natural language processing and large language models. Versed in developing algorithms and solutions to practical problems and implementing them. - Sole author of the paper “Attention is not all you need anymore”. - Sole author of the book “Principles and practices of deep reinforcement learning” (submitted). - Sole author of the book “Principles and practices of machine learning” (published by Tsinghua University Press in 2022). - Sole author of the book “Principles and practices of wireless communications for Internet of things” (published by Tsinghua University Press in 2021). - Published over 30 papers and book chapters in machine learning, wireless communications, and signal processing.
- Put forward research proposals and conducted research in the fields of machine learning, wireless communications, Internet of things, cognitive radio, and embedded digital-signal-processing systems - Wrote 3 books as sole author and published papers and book chapters - Designed and taught graduate and undergraduate courses including Deep Reinforcement Learning, Machine Learning, IoT Technologies, Communication Technologies for IoT, Wireless Sensor Networks, WSN Labs, High-Performance Embedded System Design, Fundamentals of Entrepreneurship, Innovation and Entrepreneurial Activities, etc - Supervised graduate students and undergraduate students as they completed their master's theses or bachelor’s theses - Contributed to review of papers, theses, and project proposals - Served as Deputy Director of Institute of Internet of Things, Deputy Director of Wuxi (Binhu) National Sensor Information Centre, and Associate Chair of Department of Computer Engineering - Visited North Carolina State University as short-term scholar - Awarded both “My favorite teacher” and “My favorite course” multiple times by graduates [Selected Publications] - Zhe Chen "Attention is not all you need anymore", arXiv:2308.07661, Aug 2023. - Zhe Chen, "Principles and practices of deep reinforcement learning," submitted. - Zhe Chen, “Principles and practices of machine learning,” Tsinghua University Press, ISBN: 978-7-302-60332-0, Jun 2022. - Zhe Chen, “Principles and practices of wireless communications for Internet of things,” Tsinghua University Press, ISBN: 978-7-302-58196-3, Aug 2021. - Zhe Chen, “Signal restoration and prediction for end-to-end learning of practical wireless communication system,” in Proceedings of the 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022), Denver, CO, U.S.A., Oct 2022, pp. 654-660.
- Contributed to research proposals and participated in research projects on cognitive radio and cognitive radio networks - Published papers [Selected Publications] - Zhe Chen, et al., “Experimental validation of channel state prediction considering delays in practical cognitive radio,” IEEE Transactions on Vehicular Technology, vol. 60, no. 4, pp. 1314-1325, May 2011. - Zhe Chen, et al., “Demonstration of real-time spectrum sensing for cognitive radio,” IEEE Communications Letters, vol. 14, no. 10, pp. 915-917, Oct 2010.
- Developed firmware for AVS (audio video coding standard) set-top box and next-generation video codec IC